Real ChatGPT answer · index seed6lP9xXUMKCMcompleteMarketing and advertising · content marketingcommercial

What are the best free tools or simple formulas to start measuring content marketing ROI when my startup client has almost zero budget for software?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best free tools or simple formulas to start measuring content marketing ROI when my startup client has almost zero budget for software?
1 real search · 1 real-search pass
official free content marketing measurement tools Google Analytics 4 Search Console Looker Studio Google Sheets UTM campaign builder documentationGoogle ↗
OBSERVEDInstruction

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

ChatGPT real searches (1)
Short factOther / navigationalComparisonConsequenceReasonDefinitionInstruction100%Yes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
official free content marketing measurement tools Google Analytics 4 Search Console Looker Studio Google Sheets UTM campaign builder documentation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official free content marketing measurement tools Google Analytics 4 Search Console Looker Studio Google Sheets UTM campaign builder documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1